Bring Crm
to LangChain
Learn how to connect Attio to LangChain and start using 9 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
GDPR Free for Subscribers
What is the Attio MCP Server?
The Attio MCP Server brings powerful CRM capabilities directly to your AI agent. Seamlessly manage your relationship data, from standard objects like People and Companies to custom entities and complex record attributes using simple natural language.
Key Features
- Object Oversight — List all data objects (tables) in your workspace and retrieve detailed metadata for any specific entity.
- Record Management — Query, create, and update records for any object, including people, companies, and deals.
- Smart Assert (Upsert) — Use the
assert_recordtool to automatically create or update records based on unique matching attributes (e.g., email). - Attribute Intelligence — Access available fields (attributes) for any object to understand your data structure.
- Global Search — Perform fuzzy searches across multiple objects simultaneously to find relevant records instantly.
- Secure API Integration — Uses secure Bearer Token authentication with your Attio Personal Access Token (PAT).
Who is this for?
- Sales Teams — Quickly search for prospect details and update deal statuses during conversations.
- Account Managers — Retrieve company information and relationship history without manual dashboard navigation.
- Growth Marketers — Programmatically assert records from new leads and enrich CRM data using AI-assisted tools.
Built-in capabilities (9)
Upsert a record (update if exists, create otherwise)
Create a new record in an object
Verify Attio account connection
Get metadata for a specific object
Retrieve a specific record by ID
List all attributes (columns) for a specific object
List all objects (tables) in the Attio workspace
Query and filter records for a specific object
Global fuzzy search across all objects (Beta)
Why LangChain?
LangChain's ecosystem of 500+ components combines seamlessly with Attio through native MCP adapters. Connect 9 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
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The largest ecosystem of integrations, chains, and agents. combine Attio MCP tools with 500+ LangChain components
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Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
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LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
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Memory and conversation persistence let agents maintain context across Attio queries for multi-turn workflows
Attio in LangChain
Attio and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Attio to LangChain through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Attio in LangChain
The Attio MCP Server runs on Vinkius-managed infrastructure inside AWS — a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts. All 9 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in LangChain only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
How Vinkius secures
Attio for LangChain
Every tool call from LangChain to the Attio MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
How do I get my Attio Personal Access Token?
Log in to your Attio account, go to Workspace Settings > Developers, and you can create a new Personal Access Token (PAT) there.
What are 'Attributes' in Attio?
Attributes are the columns or fields on an object (e.g., Name, Email, Deal Value). You can list them using the list_attributes tool.
How does 'assert_record' work?
The assert_record tool performs an 'upsert'. It checks if a record with a specific matching attribute (like an email address) already exists. If it does, it updates it; if not, it creates a new record.
How does LangChain connect to MCP servers?
Use langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.
Which LangChain agent types work with MCP?
All agent types including ReAct, OpenAI Functions, and custom agents work with MCP tools. The tools appear as standard LangChain tools after the adapter wraps them.
Can I trace MCP tool calls in LangSmith?
Yes. All MCP tool invocations appear as traced steps in LangSmith, showing input parameters, response payloads, latency, and token usage.
MultiServerMCPClient not found
Install: pip install langchain-mcp-adapters